Max Mignotte

Orcid: 0000-0002-8592-6472

Affiliations:
  • Université de Montréal, Canada


According to our database1, Max Mignotte authored at least 112 papers between 1997 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2023
Unsupervised registration of 3D knee implant components to biplanar X-ray images.
BMC Medical Imaging, December, 2023

3D biplanar reconstruction of lower limbs using nonlinear statistical models.
Medical Biol. Eng. Comput., November, 2023

CoSOV1Net: A Cone- and Spatial-Opponent Primary Visual Cortex-Inspired Neural Network for Lightweight Salient Object Detection.
Sensors, July, 2023

Dataset and semantic based-approach for image sonification.
Multim. Tools Appl., 2023

2022
Salient Object Detection by LTP Texture Characterization on Opposing Color Pairs under SLICO Superpixel Constraint.
J. Imaging, 2022

2021
Environmental Sound Classification Using Local Binary Pattern and Audio Features Collaboration.
IEEE Trans. Multim., 2021

A Hierarchical Visual Feature-Based Approach For Image Sonification.
IEEE Trans. Multim., 2021

2020
Multimodal Change Detection in Remote Sensing Images Using an Unsupervised Pixel Pairwise-Based Markov Random Field Model.
IEEE Trans. Image Process., 2020

A Fractal Projection and Markovian Segmentation-Based Approach for Multimodal Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2020

Anomaly Feature Learning for Unsupervised Change Detection in Heterogeneous Images: A Deep Sparse Residual Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Unsupervised Learning Consensus Model for Dynamic Texture Videos Segmentation.
CoRR, 2020

Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis.
IEEE Access, 2020

2019
MC-SSM: Nonparametric Semantic Image Segmentation With the ICM Algorithm.
IEEE Trans. Multim., 2019

A Reliable Mixed-Norm-Based Multiresolution Change Detector in Heterogeneous Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Multimodal Change Detection Using a Convolution Model-Based Mapping.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019

2018
An Energy-Based Model Encoding Nonlocal Pairwise Pixel Interactions for Multisensor Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2018

Superpixel and multi-atlas based fusion entropic model for the segmentation of X-ray images.
Medical Image Anal., 2018

A Consensus Framework for Segmenting Video with Dynamic Textures.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017
A Novel Fusion Approach Based on the Global Consistency Criterion to Fusing Multiple Segmentations.
IEEE Trans. Syst. Man Cybern. Syst., 2017

A Multi-Objective Decision Making Approach for Solving the Image Segmentation Fusion Problem.
IEEE Trans. Image Process., 2017

A biologically inspired framework for contour detection.
Pattern Anal. Appl., 2017

Segmentation data visualizing and clustering.
Multim. Tools Appl., 2017

EFA-BMFM: A multi-criteria framework for the fusion of colour image segmentation.
Inf. Fusion, 2017

A new change detector in heterogeneous remote sensing imagery.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Semantic image segmentation using the ICM algorithm.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Iterative Classifiers Combination Model for Change Detection in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016

Symmetry detection based on multiscale pairwise texture boundary segment interactions.
Pattern Recognit. Lett., 2016

A multidimensional scaling optimization and fusion approach for the unsupervised change detection problem in remote sensing images.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

A multi-objective approach based on TOPSIS to solve the image segmentation combination problem.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A new multi-criteria fusion model for color textured image segmentation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

GCE-based model for the fusion of multiples color image segmentations.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Spatio-temporal fastmap-based mapping for human action recognition.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

High-Frequency Spectral Energy Map Estimation Based Gait Analysis System Using a Depth Camera for Pathology Detection.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

2015
Superpixel and Entropy-Based Multi-atlas Fusion Framework for the Segmentation of X-ray Images.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014
Local Symmetry Detection in Natural Images Using a Particle Filtering Approach.
IEEE Trans. Image Process., 2014

A MultiScale Particle Filter Framework for Contour Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

A non-stationary MRF model for image segmentation from a soft boundary map.
Pattern Anal. Appl., 2014

A label field fusion model with a variation of information estimator for image segmentation.
Inf. Fusion, 2014

Evaluating perceptual maps of asymmetries for gait symmetry quantification and pathology detection.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

MDS-based Multi-axial Dimensionality Reduction Model for Human Action Recognition.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2014

2012
An Energy-Based Model for the Image Edge-Histogram Specification Problem.
IEEE Trans. Image Process., 2012

A Bicriteria-Optimization-Approach-Based Dimensionality-Reduction Model for the Color Display of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2012

Non-local pairwise energy-based model for the high-dynamic-range image compression problem.
J. Electronic Imaging, 2012

MDS-based segmentation model for the fusion of contour and texture cues in natural images.
Comput. Vis. Image Underst., 2012

An homomorphic filtering and expectation maximization approach for the point spread function estimation in ultrasound imaging.
Proceedings of the Image Processing: Algorithms and Systems X; and Parallel Processing for Imaging Applications II, 2012

Analyzing gait pathologies using a depth camera.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A Particle Filter Framework for Contour Detection.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
MDS-Based Multiresolution Nonlinear Dimensionality Reduction Model for Color Image Segmentation.
IEEE Trans. Neural Networks, 2011

A de-texturing and spatially constrained K-means approach for image segmentation.
Pattern Recognit. Lett., 2011

Unsupervised segmentation of ultrasound images by fusion of spatio-frequential textural features.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

A contrario edge detection with edgelets.
Proceedings of the 2011 IEEE International Conference on Signal and Image Processing Applications, 2011

Fall Detection from Depth Map Video Sequences.
Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011

Depth energy image for gait symmetry quantification.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A Label Field Fusion Bayesian Model and Its Penalized Maximum Rand Estimator for Image Segmentation.
IEEE Trans. Image Process., 2010

A Multiresolution Markovian Fusion Model for the Color Visualization of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2010

Fusion of regularization terms for image restoration.
J. Electronic Imaging, 2010

2009
Image Restoration Using Functional and Anatomical Information Fusion with Application to SPECT-MRI Images.
Int. J. Biomed. Imaging, 2009

Optical-flow based on an edge-avoidance procedure.
Comput. Vis. Image Underst., 2009

A hierarchical graph-based markovian clustering approach for the unsupervised segmentation of textured color images.
Proceedings of the International Conference on Image Processing, 2009

2008
Segmentation by Fusion of Histogram-Based K-Means Clusters in Different Color Spaces.
IEEE Trans. Image Process., 2008

DCT-Based Complexity Regularization for EM Tomographic Reconstruction.
IEEE Trans. Biomed. Eng., 2008

A non-local regularization strategy for image deconvolution.
Pattern Recognit. Lett., 2008

Spect image restoration via Recursive Inverse Filtering constrained by a probabilistic MRI atlas.
Proceedings of the International Conference on Image Processing, 2008

2007
Image Denoising by Averaging of Piecewise Constant Simulations of Image Partitions.
IEEE Trans. Image Process., 2007

Segmentation Framework Based on Label Field Fusion.
IEEE Trans. Image Process., 2007

Statistical Background Subtraction Using Spatial Cues.
IEEE Trans. Circuits Syst. Video Technol., 2007

A Post-Processing Deconvolution Step for Wavelet-Based Image Denoising Methods.
IEEE Signal Process. Lett., 2007

Localization of Shapes Using Statistical Models and Stochastic Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

2006
A Segmentation-Based Regularization Term for Image Deconvolution.
IEEE Trans. Image Process., 2006

Fusion of Hidden Markov Random Field Models and Its Bayesian Estimation.
IEEE Trans. Image Process., 2006

Markovian segmentation and parameter estimation on graphics hardware.
J. Electronic Imaging, 2006

Light and Fast Statistical Motion Detection Method Based on Ergodic Model.
Proceedings of the International Conference on Image Processing, 2006

An Edge-Preserving Anatomical-Based Regularization Term for the Nas-Rif Restoration of Spect Images.
Proceedings of the International Conference on Image Processing, 2006

Background Subtraction Framework Based on Local Spatial Distributions.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Detecting Half-Occlusion with a Fast Region-Based Fusion Procedure.
Proceedings of the British Machine Vision Conference 2006, 2006

2005
A stochastic method for Bayesian estimation of hidden Markov random field models with application to a color model.
IEEE Trans. Image Process., 2005

A hierarchical statistical modeling approach for the unsupervised 3-D biplanar reconstruction of the scoliotic spine.
IEEE Trans. Biomed. Eng., 2005

Three-dimensional biplanar reconstruction of scoliotic rib cage using the estimation of a mixture of probabilistic prior models.
IEEE Trans. Biomed. Eng., 2005

An adaptive segmentation-based regularization term for image restoration.
Proceedings of the 2005 International Conference on Image Processing, 2005

Motion Segmentation Using a K-Nearest-Neighbor-Based Fusion Procedure of Spatial and Temporal Label Cues.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Markovian Energy-Based Computer Vision Algorithms on Graphics Hardware.
Proceedings of the Image Analysis and Processing, 2005

Semantic-Based Cross-Media Image Retrieval.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Unsupervised Markovian Segmentation on Graphics Hardware.
Proceedings of the Pattern Recognition and Image Analysis, 2005

2004
Nonparametric Multiscale Energy-Based Model and Its Application in Some Imagery Problems.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

A Statistical Model for Contours in Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Detection of diffuse abnormal perfusion in SPECT using a normal brain atlas.
NeuroImage, 2004

An energy-basfd framework using global spatial constraints for the stereo correspondence problem.
Proceedings of the 2004 International Conference on Image Processing, 2004

Unsupervised motion detection using a markovian temporal model with global spatial constraints.
Proceedings of the 2004 International Conference on Image Processing, 2004

Estimation of mixtures of probabilistic pca with stochastic em for the 3d biplanar reconstruction of scoliotic rib cage.
Proceedings of the 2004 International Conference on Image Processing, 2004

Toward Cross-Language and Cross-Media Image Retrieval.
Proceedings of the Working Notes for CLEF 2004 Workshop co-located with the 8th European Conference on Digital Libraries (ECDL 2004), 2004

2003
Detection of abnormal diffuse perfusion in SPECT using a normal brain atlas.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Unsupervised statistical sketching for non-photorealistic rendering models.
Proceedings of the 2003 International Conference on Image Processing, 2003

Unsupervised texture segmentation using a statistical wavelet-based hierarchical multidata model.
Proceedings of the 2003 International Conference on Image Processing, 2003

A hierarchical statistical modeling approach for the unsupervised 3D reconstruction of the scoliotic spine.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Comparison of deconvolution techniques using a distribution mixture parameter estimation: Application in single photon emission computed tomography imagery.
J. Electronic Imaging, 2002

Unsupervised Statistical Method for Edgel Clustering With Applications to Shape Localization.
Proceedings of the ICVGIP 2002, 2002

Bayesian Rendering with Non-Parametric Multiscale Prior Model.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A new and simple shape descriptor based on a non-parametric multiscale model.
Proceedings of the 2002 International Conference on Image Processing, 2002

Unsupervised detection of contours using a statistical model.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Endocardial Boundary E timation and Tracking in Echocardiographic Images using Deformable Template and Markov Random Fields.
Pattern Anal. Appl., 2001

3D Biplanar Reconstruction of Scoliotic Vertebrae Using Statistical Models.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Sonar image segmentation using an unsupervised hierarchical MRF model.
IEEE Trans. Image Process., 2000

Three-dimensional blind deconvolution of SPECT images.
IEEE Trans. Biomed. Eng., 2000

Unsupervised segmentation using a self-organizing map and a noise model estimation in sonar imagery.
Pattern Recognit., 2000

Hybrid Genetic Optimization and Statistical Model-Based Approach for the Classification of Shadow Shapes in Sonar Imagery.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Markov Random Field and Fuzzy Logic Modeling in Sonar Imagery: Application to the Classification of Underwater Floor.
Comput. Vis. Image Underst., 2000

Blind deconvolution of human brain SPECT images using a distribution mixture estimation.
Proceedings of the Medical Imaging 2000: Image Processing, 2000

1999
Three-Class Markovian Segmentation of High-Resolution Sonar Images.
Comput. Vis. Image Underst., 1999

Bayesian inference and optimization strategies for some detection and classification problems in sonar imagery.
Proceedings of the Nonlinear Image Processing X, 1999

Deformable Template and Distribution Mixture-Based Data Modeling for the Endocardial Contour Tracking in an Echographic Sequence.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Statistical model and genetic optimization: application to pattern detection in sonar images.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Unsupervised Markovian segmentation of sonar images.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997


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